Skip to content

Take Machine Learning and Stat for forecasting financial market data

Notifications You must be signed in to change notification settings

siliconMagic/MachineLearningMidDemo

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 

Repository files navigation

MachineLearningMidDemo

Take Machine Learning and Stat for forecasting financial market data

Mission Description

涂文婷(wenting Tu)老师的机器学习中期作业,使用机器学习算法在自己钻研的领域做一次应用案例,本人选择金融投资领域,利用Linear Model和SVM,ARIMA(传统统计分析模型)对中国银行(BOC)的日K曲线进行预测,对比预测效果。

Version: 1.0

目前代码是第一版本,Arima模型尚有不完备的地方,待课程进度继续后,将会对该版本的代码进行修改。

Version: 1.1

增加了爬虫功能,爬取网易财经的数据,测试案例是中国银行和贵州茅台的交易数据以及资金流向数据的爬取

About

Take Machine Learning and Stat for forecasting financial market data

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages